Spatiotemporal estimation of hourly PM2.5 using AOD derived from geostationary satellite Fengyun-4A and machine learning models for Greater Bangkok
Nishit Aman, Kasemsan Manomaiphiboon, Di Xian, Ling Gao, Lin Tian, Natchanok Pala-En, Yangjun Wang, Komsilp Wangyao
Topics & Concepts
Mean squared errorGeostationary orbitTerrainGradient boostingEnvironmental scienceCorrelation coefficientHazeCoefficient of determinationMathematicsSatelliteStatisticsPredictabilityMeteorologyRandom forestAtmospheric sciencesGeographyComputer scienceCartographyMachine learningAerospace engineeringEngineeringGeologyAtmospheric chemistry and aerosolsAir Quality and Health ImpactsAir Quality Monitoring and Forecasting